Mathematical Problems in Engineering / 2014 / Article / Tab 2

Research Article

Structural Reliability Assessment by Integrating Sensitivity Analysis and Support Vector Machine

Table 2

Classification results.

MethodSamplesClassNumber of samplesClassification number for different classesCA (%)Total CA (%)
III

SA and SVMTrainI60431771.6796.29
II640963198.59
TestI1396100738972.1396.06
II186043991820597.86

SVMTrainI60441673.3396.14
II6401162998.28
TestI139690249464.6195.28
II186044511815397.58

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